no code implementations • 5 May 2023 • Adrian Arnaiz-Rodriguez, Georgina Curto, Nuria Oliver
We denote the social capital disparity among different groups in a network as structural group unfairness, and propose to mitigate it by means of a budgeted edge augmentation heuristic that systematically increases the social capital of the most disadvantaged group.
1 code implementation • 3 Mar 2023 • Adrian Arnaiz-Rodriguez, Nuria Oliver
Algorithmic fairness is of utmost societal importance, yet the current trend in large-scale machine learning models requires training with massive datasets that are frequently biased.
2 code implementations • 15 Jun 2022 • Adrian Arnaiz-Rodriguez, Ahmed Begga, Francisco Escolano, Nuria Oliver
Graph Neural Networks (GNNs) have been shown to achieve competitive results to tackle graph-related tasks, such as node and graph classification, link prediction and node and graph clustering in a variety of domains.
Ranked #1 on Graph Classification on IMDB-BINARY